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As soon as possible we read the Kinesis stream and process the records within a Lambda function. If you fail to process a record, the Lambda Kinesis integration will retry this record as long as the record is deleted from the stream.All the newer records will not be processed until the failed record is deleted or you fix the bug! Two things that we learned early when talking to the Slack API: The following screenshot shows an X-Ray trace where the code retried Slack API calls because of the 3 seconds timeout.If not, we escalate the alert to another engineer or the whole team. If you send a message to an SQS queue, you can set a delay.

Wouldn’t it be nice if problems in your AWS account would show up in Slack?

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To respond to a button press, marbot may need to make a bunch of calls to the Slack API.

We learned that we miss the 2-second timeout very often by looking at our Cloud Watch data.